{"id":"W4200432911","doi":"10.3390/antibiotics10121484","title":"Appropriateness of Outpatient Antibiotic Use in Seniors across Two Canadian Provinces","year":2021,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; University of Calgary; Western University; Sinai Health System; Lawson Health Research Institute; BC Centre for Disease Control; University of British Columbia","funders":"Lawson Health Research Institute; Canadian Institutes of Health Research; Schulich School of Medicine and Dentistry, Western University; University of British Columbia; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Medical prescription; Population; Antibiotics; Health care; Family medicine; Ambulatory care; Emergency medicine; Pediatrics; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155635,0.0005019392,0.0007896556,0.003506836,0.003764811,0.00205799,0.001781058,0.0004786982,0.001327925],"category_scores_gemma":[0.005686527,0.0005685071,0.001045387,0.00890927,0.001222686,0.0004604038,0.001764337,0.000755998,0.0001534692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07751355,"about_ca_system_score_gemma":0.09043408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998305,"about_ca_topic_score_gemma":0.9990112,"domain_scores_codex":[0.9971871,0.0001596095,0.000256265,0.000358681,0.00111176,0.0009266265],"domain_scores_gemma":[0.9927966,0.0002877451,0.001238569,0.0001929136,0.003732477,0.001751789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605536,0.00003149162,0.9895346,0.00009929062,0.0001031651,0.0001156089,0.001663669,0.0002001398,0.0002179864,0.0001443038,0.00185238,0.005876842],"study_design_scores_gemma":[0.00001009171,0.00001862854,0.9968815,0.00005265207,0.0000311966,0.00006611069,0.001760025,0.0002977844,0.00006592898,0.00002056135,0.0007786576,0.00001695066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875115,0.0008519714,0.000141738,0.0005904817,0.00002130683,0.0000782589,0.007664047,0.00002536652,0.003115403],"genre_scores_gemma":[0.996932,0.0004024484,0.0002478715,0.000139939,0.000006793827,0.00002081242,0.00182995,0.000007110723,0.0004129489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07751355,"threshold_uncertainty_score":0.5624028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506455306672186,"score_gpt":0.2531570667974052,"score_spread":0.2380925137306833,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}